Case Nexus
Case Nexus is an AI-powered caseload intelligence platform built for Georgia public defenders who manage hundreds of active cases.
Core trick
The entire caseload is loaded into a 1M-token context window, and extended thinking flags speedy-trial risks across all files at once.
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Description
Case Nexus is an AI-powered caseload intelligence platform built for Georgia public defenders who manage hundreds of active cases. By loading a defender’s entire caseload into a million-token context window, the system identifies patterns that humans often miss, such as recurring unconstitutional stops by the same officer across unrelated files.
The platform utilizes 60,000 tokens of extended thinking to flag speedy trial risks and constitutional violations. Through Cascade Intelligence, Claude acts as an autonomous investigator using nine specialized tools to pull case files, research statutes, and verify citations. To stress-test legal strategies, the system runs adversarial simulations by chaining three Claude sessions representing the prosecution, defense, and judge with over 80,000 tokens of reasoning. This 20,000-line project was built entirely with Claude Code, demonstrating high-capacity inputs and complex multi-phase reasoning.
README excerpt
# Case Nexus **AI-Powered Legal Caseload Intelligence for Public Defenders** Built for the *Built with Opus 4.6: a Claude Code Hackathon* Case Nexus transforms how public defenders manage crushing caseloads. It loads an entire 500-case caseload into Claude Opus 4.6's 1M context window and uses extended thinking to identify speedy trial risks across all cases simultaneously, generate court-ready motions, and simulate adversarial prosecution vs. defense debates. ## What It Does Public defenders in Georgia carry 400-700 cases. They walk into court with minutes to prepare. Case Nexus gives them an AI co-counsel that sees their entire caseload at once. ### 9 AI Analysis Modes | Mode | What It Does | Opus 4.6 Feature | |------|-------------|-------------------| | **Caseload Health Check** | Scans ALL 500 cases for risks, cross-case connections, plea disparities | 1M context window (275K+ tokens loaded) | | **Deep Case Analysis** | Defense strategy with strength meter, evidence gaps, constitutional issues | Extended thinking (40K tokens) | | **Adversarial Simulation** | Prosecution builds case, Defense dismantles it, Judge synthesizes both | 80K+ thinking tokens across 3 phases | | **Motion Generation** | Court-ready legal motions with Georgia formatting and citation verification | 128K output (64K response tokens) | | **Evidence Analysis** | Forensic analysis of evidence images (photos, surveillance, documents) | Multimodal vision | | **Caseload Chat** | Ask questions about